-39%

est. 2Y upside i

AI & MLSeries B

Rank

#3098

Sector

Artificial Intelligence, MLOps, AI Governance

Est. Liquidity

~4Y

Data Quality

Data: Low

Given the stale valuation, high dilution risk, and strong incumbent competition, the expected equity upside is significantly negative at -38.5% over 2 years.

Last updated: July 19, 2026

Bull (10%)+6%

Exit multiple expands to 15x due to IPO window and category leadership, yielding exit value of $450M. After 20% dilution, equity value is $360M, giving 6.1% upside.

Base (45%)-29%

Exit multiple converges to comp range of 10x, exit value of $300M. After 20% dilution, equity value is $240M, yielding -29.3% downside.

Bear (45%)-58%

Exit multiple compresses to 6x due to high incumbent threat and market saturation, exit value of $180M. After 20% dilution, equity value is $144M, yielding -57.6% downside.

Est. time to liquidity~4.0 years

Preference Stack Risk

high

Funding Intensity

409%

Total funding $63M vs valuation $339M gives 18.6% preference overhang; common stock is junior to $63M of preferred.

Dilution Risk

high

Likely need to raise additional capital within 2 years given stale round and burn rate, leading to ~20% dilution.

Secondary Liquidity

none

No secondary market activity indicated; equity is illiquid.

Other 1 role

View all 1 open roles at ArthurAI

Last updated: February 22, 2026

Questions to Ask at the Interview

Strategic questions based on ArthurAI's data — designed to show you've done your homework.

  • 1

    How does ArthurAI differentiate from Google's AI governance offerings?

  • 2

    What is the company's path to profitability given $15.4M revenue and 39 employees?

  • 3

    How does the equity structure handle potential down rounds given the 2022 Series B valuation?

Community

Valuation Sentiment

Our model estimates -39% upside. What do you think?

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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.